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cs.MA2026
AgentConductor: Topology Evolution for Multi-Agent Competition-Level Code Generation
Siyu Wang, Ruotian Lu, Zhihao Yang +7
Large language model(LLM)-driven multi-agent systems(MAS) coordinate specialized agents through predefined interaction topologies and have shown promise for complex tasks such as c…
cs.CL2026
A Navigational Approach for Comprehensive RAG via Traversal over Proposition Graphs
Maxime Delmas, Lei Xu, André Freitas
Standard RAG pipelines based on chunking excel at simple factual retrieval but fail on complex multi-hop queries due to a lack of structural connectivity. Conversely, initial strat…